Part 2 Costa Rica

2.0.1 Point density

Below we show the logged point density accross our area of interest. Note, the extreme number of values on the Peninsula means we can’t do a color ramp on the observation scale.

## Reading layer `landmass' from data source 
##   `/Users/runner/work/Osa-Conservation-Movement-Ecology-Lifetime-Exploration/Osa-Conservation-Movement-Ecology-Lifetime-Exploration/landmass.shp' 
##   using driver `ESRI Shapefile'
## Simple feature collection with 2 features and 168 fields
## Geometry type: MULTIPOLYGON
## Dimension:     XY
## Bounding box:  xmin: -87.11767 ymin: 5.515082 xmax: -77.16327 ymax: 11.20994
## Geodetic CRS:  WGS 84

2.0.2 Feeding clusters

The following map shows all of the vulture clusters.

We define a cluster where a bird stays for >80 minutes within 100m of its starting location. Provided it arrives after 08:00 am or before 16:00.

2.0.3 Costa Rica

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   1.201   1.762   2.334   2.849   3.500   9.834

2.0.4 Habitat use

##   [1] "Bare / sparse vegetation" "Built-up"                
##   [3] "Cropland"                 "Grassland"               
##   [5] "Herbaceous wetland"       "Mangroves"               
##   [7] "Permanent water bodies"   "Tree cover"              
##   [9] "Bare / sparse vegetation" "Built-up"                
##  [11] "Cropland"                 "Grassland"               
##  [13] "Herbaceous wetland"       "Mangroves"               
##  [15] "Permanent water bodies"   "Tree cover"              
##  [17] "Bare / sparse vegetation" "Built-up"                
##  [19] "Cropland"                 "Grassland"               
##  [21] "Permanent water bodies"   "Tree cover"              
##  [23] "Bare / sparse vegetation" "Built-up"                
##  [25] "Cropland"                 "Grassland"               
##  [27] "Herbaceous wetland"       "Mangroves"               
##  [29] "Permanent water bodies"   "Tree cover"              
##  [31] "Bare / sparse vegetation" "Built-up"                
##  [33] "Cropland"                 "Grassland"               
##  [35] "Mangroves"                "Permanent water bodies"  
##  [37] "Tree cover"               "Bare / sparse vegetation"
##  [39] "Built-up"                 "Cropland"                
##  [41] "Grassland"                "Herbaceous wetland"      
##  [43] "Mangroves"                "Permanent water bodies"  
##  [45] "Shrubland"                "Tree cover"              
##  [47] "Bare / sparse vegetation" "Built-up"                
##  [49] "Grassland"                "Herbaceous wetland"      
##  [51] "Mangroves"                "Permanent water bodies"  
##  [53] "Tree cover"               "Built-up"                
##  [55] "Grassland"                "Herbaceous wetland"      
##  [57] "Mangroves"                "Permanent water bodies"  
##  [59] "Tree cover"               "Bare / sparse vegetation"
##  [61] "Grassland"                "Permanent water bodies"  
##  [63] "Tree cover"               "Bare / sparse vegetation"
##  [65] "Built-up"                 "Grassland"               
##  [67] "Permanent water bodies"   "Tree cover"              
##  [69] "Bare / sparse vegetation" "Built-up"                
##  [71] "Cropland"                 "Grassland"               
##  [73] "Herbaceous wetland"       "Mangroves"               
##  [75] "Permanent water bodies"   "Tree cover"              
##  [77] "Grassland"                "Herbaceous wetland"      
##  [79] "Permanent water bodies"   "Tree cover"              
##  [81] "Bare / sparse vegetation" "Built-up"                
##  [83] "Cropland"                 "Grassland"               
##  [85] "Herbaceous wetland"       "Permanent water bodies"  
##  [87] "Tree cover"               "Bare / sparse vegetation"
##  [89] "Built-up"                 "Cropland"                
##  [91] "Grassland"                "Herbaceous wetland"      
##  [93] "Mangroves"                "Permanent water bodies"  
##  [95] "Tree cover"               "Grassland"               
##  [97] "Tree cover"               "Bare / sparse vegetation"
##  [99] "Built-up"                 "Cropland"                
## [101] "Grassland"                "Herbaceous wetland"      
## [103] "Mangroves"                "Permanent water bodies"  
## [105] "Tree cover"               "Grassland"               
## [107] "Tree cover"               "Bare / sparse vegetation"
## [109] "Built-up"                 "Cropland"                
## [111] "Grassland"                "Herbaceous wetland"      
## [113] "Mangroves"                "Permanent water bodies"  
## [115] "Shrubland"                "Tree cover"              
## [117] "Built-up"                 "Grassland"               
## [119] "Herbaceous wetland"       "Mangroves"               
## [121] "Permanent water bodies"   "Tree cover"              
## [123] "Grassland"                "Herbaceous wetland"      
## [125] "Mangroves"                "Permanent water bodies"  
## [127] "Tree cover"               "Bare / sparse vegetation"
## [129] "Built-up"                 "Cropland"                
## [131] "Grassland"                "Herbaceous wetland"      
## [133] "Mangroves"                "Permanent water bodies"  
## [135] "Tree cover"               "Bare / sparse vegetation"
## [137] "Built-up"                 "Grassland"               
## [139] "Herbaceous wetland"       "Mangroves"               
## [141] "Permanent water bodies"   "Tree cover"              
## [143] "Bare / sparse vegetation" "Built-up"                
## [145] "Cropland"                 "Grassland"               
## [147] "Herbaceous wetland"       "Mangroves"               
## [149] "Permanent water bodies"   "Tree cover"              
## [151] "Built-up"                 "Cropland"                
## [153] "Grassland"                "Mangroves"               
## [155] "Permanent water bodies"   "Tree cover"              
## [157] "Bare / sparse vegetation" "Built-up"                
## [159] "Cropland"                 "Grassland"               
## [161] "Herbaceous wetland"       "Mangroves"               
## [163] "Permanent water bodies"   "Shrubland"               
## [165] "Tree cover"               "Bare / sparse vegetation"
## [167] "Built-up"                 "Cropland"                
## [169] "Grassland"                "Permanent water bodies"  
## [171] "Tree cover"               "Bare / sparse vegetation"
## [173] "Built-up"                 "Cropland"                
## [175] "Grassland"                "Herbaceous wetland"      
## [177] "Mangroves"                "Permanent water bodies"  
## [179] "Tree cover"               "Bare / sparse vegetation"
## [181] "Built-up"                 "Cropland"                
## [183] "Grassland"                "Herbaceous wetland"      
## [185] "Mangroves"                "Permanent water bodies"  
## [187] "Tree cover"               "Bare / sparse vegetation"
## [189] "Built-up"                 "Cropland"                
## [191] "Grassland"                "Herbaceous wetland"      
## [193] "Mangroves"                "Permanent water bodies"  
## [195] "Tree cover"               "Built-up"                
## [197] "Cropland"                 "Grassland"               
## [199] "Herbaceous wetland"       "Mangroves"               
## [201] "Permanent water bodies"   "Shrubland"               
## [203] "Tree cover"               "Bare / sparse vegetation"
## [205] "Built-up"                 "Cropland"                
## [207] "Grassland"                "Herbaceous wetland"      
## [209] "Mangroves"                "Permanent water bodies"  
## [211] "Tree cover"               "Cropland"                
## [213] "Grassland"                "Permanent water bodies"  
## [215] "Tree cover"               "Grassland"               
## [217] "Permanent water bodies"   "Tree cover"              
## [219] "Bare / sparse vegetation" "Cropland"                
## [221] "Grassland"                "Herbaceous wetland"      
## [223] "Permanent water bodies"   "Tree cover"              
## [225] "Grassland"                "Herbaceous wetland"      
## [227] "Mangroves"                "Permanent water bodies"  
## [229] "Tree cover"               "Bare / sparse vegetation"
## [231] "Cropland"                 "Grassland"               
## [233] "Herbaceous wetland"       "Permanent water bodies"  
## [235] "Tree cover"               "Bare / sparse vegetation"
## [237] "Cropland"                 "Grassland"               
## [239] "Herbaceous wetland"       "Mangroves"               
## [241] "Permanent water bodies"   "Tree cover"              
## [243] "Bare / sparse vegetation" "Built-up"                
## [245] "Grassland"                "Herbaceous wetland"      
## [247] "Mangroves"                "Permanent water bodies"  
## [249] "Tree cover"               "Bare / sparse vegetation"
## [251] "Built-up"                 "Cropland"                
## [253] "Grassland"                "Herbaceous wetland"      
## [255] "Mangroves"                "Permanent water bodies"  
## [257] "Tree cover"               "Bare / sparse vegetation"
## [259] "Built-up"                 "Cropland"                
## [261] "Grassland"                "Herbaceous wetland"      
## [263] "Mangroves"                "Permanent water bodies"  
## [265] "Tree cover"               "Bare / sparse vegetation"
## [267] "Built-up"                 "Cropland"                
## [269] "Grassland"                "Herbaceous wetland"      
## [271] "Mangroves"                "Permanent water bodies"  
## [273] "Tree cover"               "Bare / sparse vegetation"
## [275] "Built-up"                 "Cropland"                
## [277] "Grassland"                "Herbaceous wetland"      
## [279] "Mangroves"                "Permanent water bodies"  
## [281] "Tree cover"               "Bare / sparse vegetation"
## [283] "Grassland"                "Permanent water bodies"  
## [285] "Tree cover"               "Bare / sparse vegetation"
## [287] "Cropland"                 "Grassland"               
## [289] "Herbaceous wetland"       "Permanent water bodies"  
## [291] "Tree cover"
## sparse_veg      urban   cropland  grassland    wetland   mangrove      water 
##     0.0386     0.0253     0.0211     2.8656     0.0526     0.0491     0.1549 
##      trees     shrubs 
##    40.7930     0.0003